Pro Column: An ROI Model for Enterprise AI Growth Investment

A lightweight model for SMBs to estimate GEO and AI content asset budgets, timelines, and expected returns.

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A practical review template for AI growth teams covering brand mentions, recommendation probability, answer accuracy, and competitor movement.

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Maya Zhou

Local Service GEO: Be Found in City and Scenario Questions

How local businesses can align identity, location, service pages, reviews, cases, conversion paths, and monitoring for high-intent AI questions.

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Lin Yu2026年8月1日 11:10:01

AI Decision Comparison Pages: Earn Recommendations with Fair Criteria

A framework for comparing solutions by audience, fit, cost, delivery, evidence, risk, and limitations without turning the page into a competitor attack.

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Lin Yu2026年8月1日 06:20:02

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